Experimentally Verified Alcohol Adsorption Isotherms in Nanoporous Materials from Literature Meta-Analysis
Abstract
Systematic collection of replicate experimental data via literature meta-analysis is a powerful approach for assessing the reproducibility of physical properties data. In this paper, we use meta-analysis to examine the adsorption equilibrium of alcohols in porous materials using a collection of more than 500 alcohol isotherm measurements. We report consensus isotherms (after rejecting outliers) using experimentally measured replicates for 11 systems with methanol, ethanol, 1-propanol, or 2-methylpropan-1-ol adsorption as well as assess experimental reproducibility for another 50 systems with these adsorbates, 1- butanol or 2-phenylethan-1-ol. Our analysis indicates that ~20% of reported adsorption isotherms for alcohols are outliers, an observation that is similar to earlier analyses of CO2 adsorption experiments. We compare a variety of replicate experiments using metal–organic framework adsorbents with predictions from molecular simulations using generic force fields in order to examine the ability of these simulations to predict alcohol adsorption in these materials.
- Authors:
-
- School of Chemical & Biomolecular Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States
- Publication Date:
- Research Org.:
- Georgia Institute of Technology, Atlanta, GA (United States)
- Sponsoring Org.:
- USDOE Office of Energy Efficiency and Renewable Energy (EERE), Energy Efficiency Office. Advanced Manufacturing Office
- OSTI Identifier:
- 1660305
- Alternate Identifier(s):
- OSTI ID: 1671289
- Grant/Contract Number:
- EE0007888
- Resource Type:
- Published Article
- Journal Name:
- Journal of Chemical and Engineering Data
- Additional Journal Information:
- Journal Name: Journal of Chemical and Engineering Data Journal Volume: 65 Journal Issue: 10; Journal ID: ISSN 0021-9568
- Publisher:
- American Chemical Society
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 37 INORGANIC, ORGANIC, PHYSICAL, AND ANALYTICAL CHEMISTRY; Alcohols; Isotherms; Adsorption; Metal organic frameworks; Materials
Citation Formats
Bingel, Lukas W., Chen, Andrew, Agrawal, Mayank, and Sholl, David S. Experimentally Verified Alcohol Adsorption Isotherms in Nanoporous Materials from Literature Meta-Analysis. United States: N. p., 2020.
Web. doi:10.1021/acs.jced.0c00598.
Bingel, Lukas W., Chen, Andrew, Agrawal, Mayank, & Sholl, David S. Experimentally Verified Alcohol Adsorption Isotherms in Nanoporous Materials from Literature Meta-Analysis. United States. https://doi.org/10.1021/acs.jced.0c00598
Bingel, Lukas W., Chen, Andrew, Agrawal, Mayank, and Sholl, David S. Sun .
"Experimentally Verified Alcohol Adsorption Isotherms in Nanoporous Materials from Literature Meta-Analysis". United States. https://doi.org/10.1021/acs.jced.0c00598.
@article{osti_1660305,
title = {Experimentally Verified Alcohol Adsorption Isotherms in Nanoporous Materials from Literature Meta-Analysis},
author = {Bingel, Lukas W. and Chen, Andrew and Agrawal, Mayank and Sholl, David S.},
abstractNote = {Systematic collection of replicate experimental data via literature meta-analysis is a powerful approach for assessing the reproducibility of physical properties data. In this paper, we use meta-analysis to examine the adsorption equilibrium of alcohols in porous materials using a collection of more than 500 alcohol isotherm measurements. We report consensus isotherms (after rejecting outliers) using experimentally measured replicates for 11 systems with methanol, ethanol, 1-propanol, or 2-methylpropan-1-ol adsorption as well as assess experimental reproducibility for another 50 systems with these adsorbates, 1- butanol or 2-phenylethan-1-ol. Our analysis indicates that ~20% of reported adsorption isotherms for alcohols are outliers, an observation that is similar to earlier analyses of CO2 adsorption experiments. We compare a variety of replicate experiments using metal–organic framework adsorbents with predictions from molecular simulations using generic force fields in order to examine the ability of these simulations to predict alcohol adsorption in these materials.},
doi = {10.1021/acs.jced.0c00598},
journal = {Journal of Chemical and Engineering Data},
number = 10,
volume = 65,
place = {United States},
year = {2020},
month = {9}
}
https://doi.org/10.1021/acs.jced.0c00598
Figures / Tables:

Works referenced in this record:
Model Evaluation Guidelines for Systematic Quantification of Accuracy in Watershed Simulations
journal, January 2007
- D. N. Moriasi,
- Transactions of the ASABE, Vol. 50, Issue 3
On the inner workings of Monte Carlo codes
journal, December 2013
- Dubbeldam, David; Torres-Knoop, Ariana; Walton, Krista S.
- Molecular Simulation, Vol. 39, Issue 14-15
UFF, a full periodic table force field for molecular mechanics and molecular dynamics simulations
journal, December 1992
- Rappe, A. K.; Casewit, C. J.; Colwell, K. S.
- Journal of the American Chemical Society, Vol. 114, Issue 25, p. 10024-10035
Seven chemical separations to change the world
journal, April 2016
- Sholl, David S.; Lively, Ryan P.
- Nature, Vol. 532, Issue 7600
How Reproducible Are Isotherm Measurements in Metal–Organic Frameworks?
journal, November 2017
- Park, Jongwoo; Howe, Joshua D.; Sholl, David S.
- Chemistry of Materials, Vol. 29, Issue 24
Novel Configurational-Bias Monte Carlo Method for Branched Molecules. Transferable Potentials for Phase Equilibria. 2. United-Atom Description of Branched Alkanes
journal, May 1999
- Martin, Marcus G.; Siepmann, J. Ilja
- The Journal of Physical Chemistry B, Vol. 103, Issue 21
Development of a Cambridge Structural Database Subset: A Collection of Metal–Organic Frameworks for Past, Present, and Future
journal, March 2017
- Moghadam, Peyman Z.; Li, Aurelia; Wiggin, Seth B.
- Chemistry of Materials, Vol. 29, Issue 7
Multifunctional Microporous MOFs Exhibiting Gas/Hydrocarbon Adsorption Selectivity, Separation Capability and Three-Dimensional Magnetic Ordering
journal, August 2008
- Li, Kunhao; Olson, David H.; Lee, Jeong Yong
- Advanced Functional Materials, Vol. 18, Issue 15, p. 2205-2214
Prediction of CO 2 Adsorption Properties in Zeolites Using Force Fields Derived from Periodic Dispersion-Corrected DFT Calculations
journal, May 2012
- Fang, Hanjun; Kamakoti, Preeti; Zang, Ji
- The Journal of Physical Chemistry C, Vol. 116, Issue 19
High Adsorption Capacities and Two-Step Adsorption of Polar Adsorbates on Copper–Benzene-1,3,5-tricarboxylate Metal–Organic Framework
journal, August 2013
- Van Assche, Tom R. C.; Duerinck, Tim; Gutiérrez Sevillano, Juan José
- The Journal of Physical Chemistry C, Vol. 117, Issue 35
Computation-Ready, Experimental Metal–Organic Frameworks: A Tool To Enable High-Throughput Screening of Nanoporous Crystals
journal, October 2014
- Chung, Yongchul G.; Camp, Jeffrey; Haranczyk, Maciej
- Chemistry of Materials, Vol. 26, Issue 21
A Strong Test of Atomically Detailed Models of Molecular Adsorption in Zeolites Using Multilaboratory Experimental Data for CO 2 Adsorption in Ammonium ZSM-5
journal, December 2019
- Fang, Hanjun; Findley, John; Muraro, Giovanni
- The Journal of Physical Chemistry Letters, Vol. 11, Issue 2
From Crystal to Adsorption Column: Challenges in Multiscale Computational Screening of Materials for Adsorption Separation Processes
journal, October 2018
- Farmahini, Amir H.; Krishnamurthy, Shreenath; Friedrich, Daniel
- Industrial & Engineering Chemistry Research, Vol. 57, Issue 45
Chemically Meaningful Atomic Charges That Reproduce the Electrostatic Potential in Periodic and Nonperiodic Materials
journal, July 2010
- Manz, Thomas A.; Sholl, David S.
- Journal of Chemical Theory and Computation, Vol. 6, Issue 8
Large-Scale Computational Screening of Metal Organic Framework (MOF) Membranes and MOF-Based Polymer Membranes for H 2 /N 2 Separations
journal, April 2019
- Azar, Ayda Nemati Vesali; Velioglu, Sadiye; Keskin, Seda
- ACS Sustainable Chemistry & Engineering, Vol. 7, Issue 10
Fabrication and separation performance evaluation of a metal–organic framework based microseparator device
journal, May 2013
- Van Assche, Tom R. C.; Denayer, Joeri F. M.
- Chemical Engineering Science, Vol. 95
Transferable Potentials for Phase Equilibria. 1. United-Atom Description of n-Alkanes
March 1998
- Martin, Marcus G.; Siepmann, J. Ilja
A New Synthetic Route to Microporous Silica with Well-Defined Pores by Replication of a Metal-Organic Framework
journal, July 2015
- Kondo, Atsushi; Hall, Anthony Shoji; Mallouk, Thomas E.
- Chemistry - A European Journal, Vol. 21, Issue 34
Metal organic frameworks showing hydrocarbon adsorption properties commensurate with their pore structure
journal, August 2010
- Olson, David; Lan, Anjian; Seidel, Jonathan
- Adsorption, Vol. 16, Issue 6
Does repeat synthesis in materials chemistry obey a power law?
journal, December 2019
- Agrawal, Mayank; Han, Rebecca; Herath, Dinushka
- Proceedings of the National Academy of Sciences, Vol. 117, Issue 2
Competitive Binding of Ethylene, Water, and Carbon Monoxide in Metal–Organic Framework Materials with Open Cu Sites
journal, April 2018
- You, Wenqin; Liu, Yang; Howe, Joshua D.
- The Journal of Physical Chemistry C, Vol. 122, Issue 16
Unique gas and hydrocarbon adsorption in a highly porous metal-organic framework made of extended aliphatic ligands
journal, January 2008
- Li, Kunhao; Lee, JeongYong; Olson, David H.
- Chemical Communications, Issue 46
Do adsorbent screening metrics predict process performance? A process optimisation based study for post-combustion capture of CO2
journal, March 2016
- Rajagopalan, Ashwin Kumar; Avila, Adolfo M.; Rajendran, Arvind
- International Journal of Greenhouse Gas Control, Vol. 46
Does Chemical Engineering Research Have a Reproducibility Problem?
journal, June 2019
- Han, Rebecca; Walton, Krista S.; Sholl, David S.
- Annual Review of Chemical and Biomolecular Engineering, Vol. 10, Issue 1
Algorithms and tools for high-throughput geometry-based analysis of crystalline porous materials
journal, February 2012
- Willems, Thomas F.; Rycroft, Chris H.; Kazi, Michaeel
- Microporous and Mesoporous Materials, Vol. 149, Issue 1
Enhancement effect of lithium-doping functionalization on methanol adsorption in copper-based metal-organic framework
journal, February 2015
- Wu, Ying; Liu, Defei; Chen, Huiyong
- Chemical Engineering Science, Vol. 123
A reference high-pressure CO2 adsorption isotherm for ammonium ZSM-5 zeolite: results of an interlaboratory study
journal, July 2018
- Nguyen, H. G. T.; Espinal, L.; van Zee, R. D.
- Adsorption, Vol. 24, Issue 6
Development of a General Evaluation Metric for Rapid Screening of Adsorbent Materials for Postcombustion CO 2 Capture
journal, May 2019
- Leperi, Karson T.; Chung, Yongchul G.; You, Fengqi
- ACS Sustainable Chemistry & Engineering, Vol. 7, Issue 13
A consistent and accurate ab initio parametrization of density functional dispersion correction (DFT-D) for the 94 elements H-Pu
journal, April 2010
- Grimme, Stefan; Antony, Jens; Ehrlich, Stephan
- The Journal of Chemical Physics, Vol. 132, Issue 15
Exploring the limits of adsorption-based CO 2 capture using MOFs with PVSA – from molecular design to process economics
journal, January 2020
- Danaci, David; Bui, Mai; Mac Dowell, Niall
- Molecular Systems Design & Engineering, Vol. 5, Issue 1
Adsorptive Separation of Methanol–Acetone on Isostructural Series of Metal–Organic Frameworks M-BTC (M = Ti, Fe, Cu, Co, Ru, Mo): A Computational Study of Adsorption Mechanisms and Metal-Substitution Impacts
journal, November 2015
- Wu, Ying; Chen, Huiyong; Xiao, Jing
- ACS Applied Materials & Interfaces, Vol. 7, Issue 48
Effect of the damping function in dispersion corrected density functional theory
journal, March 2011
- Grimme, Stefan; Ehrlich, Stephan; Goerigk, Lars
- Journal of Computational Chemistry, Vol. 32, Issue 7
RASPA: molecular simulation software for adsorption and diffusion in flexible nanoporous materials
journal, February 2015
- Dubbeldam, David; Calero, Sofía; Ellis, Donald E.
- Molecular Simulation, Vol. 42, Issue 2
Screening of Copper Open Metal Site MOFs for Olefin/Paraffin Separations Using DFT-Derived Force Fields
journal, September 2016
- Kulkarni, Ambarish R.; Sholl, David S.
- The Journal of Physical Chemistry C, Vol. 120, Issue 40
Impact of intrinsic framework flexibility for selective adsorption of sarin in non-aqueous solvents using metal–organic frameworks
journal, January 2020
- Park, Jongwoo; Agrawal, Mayank; Sava Gallis, Dorina F.
- Physical Chemistry Chemical Physics, Vol. 22, Issue 11
Rapid Prediction of Adsorption Isotherms of a Diverse Range of Molecules in Hyper-Cross-Linked Polymers
journal, June 2019
- Tang, Dai; Kupgan, Grit; Colina, Coray M.
- The Journal of Physical Chemistry C, Vol. 123, Issue 29
Efficiency of ab-initio total energy calculations for metals and semiconductors using a plane-wave basis set
journal, July 1996
- Kresse, G.; Furthmüller, J.
- Computational Materials Science, Vol. 6, Issue 1, p. 15-50
Efficiently Exploring Adsorption Space to Identify Privileged Adsorbents for Chemical Separations of a Diverse Set of Molecules
journal, April 2018
- Tang, Dai; Wu, Ying; Verploegh, Ross J.
- ChemSusChem, Vol. 11, Issue 9
Effects of Intrinsic Flexibility on Adsorption Properties of Metal–Organic Frameworks at Dilute and Nondilute Loadings
journal, July 2019
- Agrawal, Mayank; Sholl, David S.
- ACS Applied Materials & Interfaces, Vol. 11, Issue 34
High-Throughput Computational Screening of Multivariate Metal–Organic Frameworks (MTV-MOFs) for CO 2 Capture
journal, December 2017
- Li, Song; Chung, Yongchul G.; Simon, Cory M.
- The Journal of Physical Chemistry Letters, Vol. 8, Issue 24
Discovery of an Optimal Porous Crystalline Material for the Capture of Chemical Warfare Agents
journal, June 2018
- Matito-Martos, Ismael; Moghadam, Peyman Z.; Li, Aurelia
- Chemistry of Materials, Vol. 30, Issue 14
High pressure adsorption of hydrogen, nitrogen, carbon dioxide and methane on the metal–organic framework HKUST-1
journal, February 2011
- Moellmer, J.; Moeller, A.; Dreisbach, F.
- Microporous and Mesoporous Materials, Vol. 138, Issue 1-3
Generalized Gradient Approximation Made Simple
journal, October 1996
- Perdew, John P.; Burke, Kieron; Ernzerhof, Matthias
- Physical Review Letters, Vol. 77, Issue 18, p. 3865-3868
Industrial Needs in Physical Properties
journal, June 2003
- Gupta, Sumnesh; Olson, James D.
- Industrial & Engineering Chemistry Research, Vol. 42, Issue 25
Porous Coordination Polymer Hybrid Device with Quartz Oscillator: Effect of Crystal Size on Sorption Kinetics
journal, August 2011
- Uehara, Hiromitsu; Diring, Stéphane; Furukawa, Shuhei
- Journal of the American Chemical Society, Vol. 133, Issue 31
The Cambridge Structural Database
journal, April 2016
- Groom, Colin R.; Bruno, Ian J.; Lightfoot, Matthew P.
- Acta Crystallographica Section B Structural Science, Crystal Engineering and Materials, Vol. 72, Issue 2, p. 171-179
High accuracy geometric analysis of crystalline porous materials
journal, January 2013
- Pinheiro, Marielle; Martin, Richard L.; Rycroft, Chris H.
- CrystEngComm, Vol. 15, Issue 37
On the Flexibility of Metal–Organic Frameworks
journal, January 2014
- Sarkisov, Lev; Martin, Richard L.; Haranczyk, Maciej
- Journal of the American Chemical Society, Vol. 136, Issue 6
Data Mining for Binary Separation Materials in Published Adsorption Isotherms
journal, January 2020
- Iacomi, Paul; Llewellyn, Philip L.
- Chemistry of Materials, Vol. 32, Issue 3
High-Throughput Screening of MOF Adsorbents and Membranes for H 2 Purification and CO 2 Capture
journal, September 2018
- Avci, Gokay; Velioglu, Sadiye; Keskin, Seda
- ACS Applied Materials & Interfaces, Vol. 10, Issue 39
Figures / Tables found in this record: